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1.
Gynecol Endocrinol ; 40(1): 2352139, 2024 Dec.
Article in English | MEDLINE | ID: mdl-38733361

ABSTRACT

OBJECTIVE: The main purpose of this systematic review and meta-analysis was to investigate the diagnostic value of ultrasound elastography in the evaluation of polycystic ovary syndrome (PCOS). METHODS: A comprehensive and methodical investigation was carried out in the databases of PubMed, EMBASE, Cochrane, Scopus, Web of Science, and China National Knowledge Infrastructure, covering the entire duration of these databases until October 18, 2023. The primary purpose of this research was to evaluate and contrast ovarian tissue elasticity in people with and without PCOS. The elasticity of ovarian tissue was quantified using standardized mean difference (SMD). RESULTS: A total of eight studies were ultimately selected for systematic evaluation and meta-analysis. Five studies used shear wave elastography (SWE) as a diagnostic tool, and it was discovered that women with PCOS had higher levels of ovarian shear wave elasticity than their healthy counterparts. The SMD was determined to be 1.86 kilopascal (95% CI: 1.27 to 2.44). Three studies were conducted using strain elastography (SE) to compare the ovarian strain ratio of patients with PCOS to that of a healthy control group. The SMD for the PCOS group was 2.07 (95% CI: 1.79 to 2.34), which indicated that the ovarian strain ratio was significantly higher in that group. CONCLUSION: This systematic review and meta-analysis found that women with PCOS had stiffer ovarian tissue than women without the disorder. Ultrasound elastography may provide clinicians with value beyond 2D ultrasound in the diagnosis of PCOS.


Subject(s)
Elasticity Imaging Techniques , Polycystic Ovary Syndrome , Polycystic Ovary Syndrome/diagnostic imaging , Polycystic Ovary Syndrome/physiopathology , Humans , Elasticity Imaging Techniques/methods , Female , Ovary/diagnostic imaging , Elasticity
2.
Neurology ; 102(4): e208104, 2024 Feb 27.
Article in English | MEDLINE | ID: mdl-38295344

ABSTRACT

BACKGROUND AND OBJECTIVES: Polycystic ovary syndrome (PCOS) is a common reproductive disorder associated with an adverse cardiometabolic profile early in life. Increasing evidence links cardiovascular risk factors, such as diabetes and hypertension, to accelerated cognitive aging. However, less is known about PCOS and its relationship to brain health, particularly at midlife. Our goal was to investigate possible associations between PCOS and midlife cognitive function and brain MRI findings in an ongoing prospective study. METHODS: We used data from the Coronary Artery Risk Development in Young Adults (CARDIA) study, a geographically diverse prospective cohort study of individuals who were 18-30 years at baseline (1985-1986) and followed for 30 years. We identified women with PCOS from an ancillary study (CARDIA Women's study (CWS); n = 1,163) as those with elevated androgen levels and/or hirsutism in conjunction with symptoms of oligomenorrhea. At year 30, participants completed cognitive testing, including the Montreal Cognitive Assessment, Rey Auditory Verbal Learning Test (RAVLT) (verbal learning and memory), Digit Symbol Substitution Test (processing speed and executive function), Stroop test (attention and cognitive control), and category and letter fluency tests (semantics and attention). A subset completed brain MRI to assess brain structure and white matter integrity. Multivariable linear regression models estimated the association between PCOS and outcomes, adjusting for age, race, education, and study center. RESULTS: Of the 1163 women in CWS, 907 completed cognitive testing, and of these, 66 (7.1%) met criteria for PCOS (age 54.7 years). Women with and without PCOS were similar for age, BMI, smoking/drinking status, and income. At year 30, participants with PCOS performed lower (mean z score; 95% CI) on Stroop (-0.323 (-0.69 to -7.37); p = 0.008), RAVLT (-0.254 (-0.473 to -0.034); p = 0.002), and category fluency (-0.267 (-0.480 to -0.040); p = 0.02) tests. Of the 291 participants with MRI, 25 (8.5%) met PCOS criteria and demonstrated lower total white matter fractional anisotropy, a measure of white matter integrity (coefficient (95% CI) -0.013 (-0.021 to -0.005); p = 0.002), though not abnormal white matter. DISCUSSION: Our results suggest that women with PCOS have lower cognitive performance and lower white matter integrity at midlife. Additional research is needed to confirm these findings and to determine potential mechanistic pathways including potential modifiable factors.


Subject(s)
Polycystic Ovary Syndrome , Young Adult , Humans , Female , Middle Aged , Prospective Studies , Polycystic Ovary Syndrome/complications , Polycystic Ovary Syndrome/diagnostic imaging , Polycystic Ovary Syndrome/epidemiology , Coronary Vessels , Brain/diagnostic imaging , Executive Function , Cognition
3.
Hum Reprod Update ; 30(1): 109-130, 2024 Jan 03.
Article in English | MEDLINE | ID: mdl-37804097

ABSTRACT

BACKGROUND: Polycystic ovary morphology (PCOM) on ultrasonography is considered as a cardinal feature of polycystic ovarian syndrome (PCOS). Its relevance as a diagnostic criterion for PCOS was reaffirmed in the most recent International Evidence-Based Guideline for the Assessment and Management of PCOS. However, there remains a lack of clarity regarding the best practices and specific ultrasonographic markers to define PCOM. OBJECTIVE AND RATIONALE: The aim of this systematic review and diagnostic meta-analysis was to assess the diagnostic accuracy of various ultrasonographic features of ovarian morphology in the diagnosis of PCOS. SEARCH METHODS: Relevant studies published from 1 January 1990 to 12 June 2023 were identified by a systematic search in PubMed, Web of Science, Scopus, CINAHL, and CENTRAL. Studies that generated diagnostic accuracy measures (e.g. proposed thresholds, sensitivity, specificity) for PCOS using the following ultrasonographic markers met criteria for inclusion: follicle number per ovary (FNPO) or per single cross-section (FNPS), ovarian volume (OV), and stromal features. Studies on pregnant or post-menopausal women were excluded. Risk of bias and applicability assessment for diagnostic test accuracy studies were determined using the QUADAS-2 and QUADAS-C tool for a single index test or between multiple index tests, respectively. Diagnostic meta-analysis was conducted using a bivariate model of pooled sensitivity and specificity, and visualized using forest plots and summary receiver-operating characteristic (SROC) curves. OUTCOMES: From a total of 2197 records initially identified, 31 studies were included. Data from five and two studies were excluded from the meta-analysis due to duplicate study populations or limited data for the index test, leaving 24 studies. Pooled results of 20 adult studies consisted of 3883 control participants and 3859 individuals with PCOS. FNPO was the most accurate diagnostic marker (sensitivity: 84%, CI: 81-87%; specificity: 91%, CI: 86-94%; AUC: 0.905) in adult women. OV and FNPS had similar pooled sensitivities (OV: 81%, CI: 76-86%; FNPS: 81%, CI: 70-89%) but inferior pooled specificities (OV: 81%, CI: 75-86%; FNPS: 83%, CI: 75-88%) and AUCs (OV: 0.856; FNPS: 0.870) compared to FNPO. Pooled results from four adolescent studies consisting of 210 control participants and 268 girls with PCOS suggested that OV may be a robust ultrasonographic marker for PCOS diagnosis albeit the current evidence remains limited. The majority of the studies had high risk of bias for the patient selection (e.g. lack of randomized/consecutive patient selection) and index test (e.g. lack of pre-proposed thresholds for comparison) domains across all ultrasonographic markers. As such, diagnostic meta-analysis was unable to determine the most accurate cutoff for ultrasonographic markers to diagnose PCOS. Subgroup analysis suggested that stratification based on previously proposed diagnostic thresholds, age, BMI, or technology did not account for the heterogeneity in diagnostic accuracy observed across the studies. Studies that diagnosed PCOS using the Rotterdam criteria had improved sensitivity for FNPO. Studies from North America had lower diagnostic accuracy when compared to Asian studies (FNPO: sensitivity) and European studies (OV: specificity, diagnostic odds ratio and positive likelihood ratio). Geographic differences in diagnostic accuracy may potentially be due to differences in age, BMI, and diagnostic criteria of the PCOS group across regions. WIDER IMPLICATIONS: This diagnostic meta-analysis supports the use of FNPO as the gold standard in the ultrasonographic diagnosis of PCOS in adult women. OV and FNPS provide alternatives if total antral follicle counts cannot be accurately obtained. Our findings support the potential for ultrasonographic evidence of PCOM in adolescents as more data becomes available. Subgroup analysis suggests the need to investigate any relative contributions of geographical differences on PCOS phenotypes. These findings may provide the basis for the development of strategies and best practices toward a standardized definition of PCOM and a more accurate ultrasonographic evaluation of PCOS.


Subject(s)
Polycystic Ovary Syndrome , Adult , Adolescent , Female , Humans , Polycystic Ovary Syndrome/diagnostic imaging , Ovarian Follicle , Sensitivity and Specificity , Ultrasonography
4.
Rev Assoc Med Bras (1992) ; 69(11): e20230874, 2023.
Article in English | MEDLINE | ID: mdl-37909624

ABSTRACT

OBJECTIVE: The aim of this study was to compare the distribution of fat tissue in non-obese women with polycystic ovary syndrome and those without the syndrome using dual-energy radiological densitometry. METHODS: This was a case-control study in which we enrolled women aged 14-39 years with polycystic ovary syndrome according to the Rotterdam criteria with a body mass index between 18.5 and 30 kg/m2. The control group comprised women with the same profile, but without polycystic ovary syndrome. Patients were treated at the Endocrinological Gynecology Outpatient Clinic of the Department of Obstetrics and Gynecology of the Irmandade da Santa Casa de Misericórdia de São Paulo between 2019 and 2022. Anthropometric measurements were taken and the assessment of body composition was performed using dual-energy radiological densitometry. RESULTS: The sample comprised 57 women: 37 in the polycystic ovary syndrome group and 20 in the control group. The mean age of the polycystic ovary syndrome group was 24.9 years (±6.9) with a mean body mass index of 60.8 kg/m2 (±8.5), and for the control group, it was 24.2 years (±6.9) with a mean body mass index of 58 kg/m2 (±8.4). Body composition was evaluated using dual-energy radiological densitometry and showed a higher value of trunk fat in the polycystic ovary syndrome group (44.1%, ±9.0) compared to the control group (35.2%, ±11.4), which was statistically significant (p=0.002). CONCLUSION: Our study showed that non-obese polycystic ovary syndrome patients have a higher concentration of abdominal fat, which is a risk factor for increased cardiovascular risk and insulin resistance.ClinicalTrials.gov ID: NCT02467751.


Subject(s)
Insulin Resistance , Polycystic Ovary Syndrome , Female , Humans , Young Adult , Adult , Polycystic Ovary Syndrome/complications , Polycystic Ovary Syndrome/diagnostic imaging , Case-Control Studies , Brazil/epidemiology , Body Composition , Body Mass Index , Abdominal Fat/diagnostic imaging
5.
J Pak Med Assoc ; 73(10): 1992-1996, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37876058

ABSTRACT

OBJECTIVE: To compare the assessment of intra-ovarian stromal vascularity through transabdominal ultrasonography with colour Doppler imaging, power Doppler imaging, colour superb microvascular imaging and monochrome superb microvascular imaging in polycystic ovary syndrome cases. METHODS: The retrospective cross-sectional study was conducted at the Obstetrics and Gynaecology outpatient department of the Usak Training and Research Hospital, Turkey, from April 11 to June 18, 2018, and comprised grayscale colour Doppler imaging, power Doppler imaging, colour superb microvascular imaging and monochrome superb microvascular imaging of women with polycystic ovary syndrome. The recorded video images were evaluated by three radiologists and rated through consensus decision. Mean values for age, body mass index, follicle stimulating hormone and luteinizing hormone levels, luteinizing hormone-follicle stimulating hormone ratio, Ferriman Gallwey score, and mean ovarian volume of the subjects were evaluated. Data was analysed using Number Cruncher Statistical System. RESULTS: Of the 54 women evaluated, data of 42(77.8%) was included. There were a total of 83 ovaries, as the left ovary of 1(1.2%) patient was not visible. The mean age and body mass index were 24.02±5.8 years and 25.08±4.5kg/m2. Mean follicle stimulating hormone and luteinizing hormone levels were 5.51±1.91 and 7.91±6.13m IU/mL. Luteinizing hormone/follicle stimulating hormone ratio and Ferriman Gallwey score were 1.4±0.8 and 8.67 ±6.94, respectively. The mean ovarian volume was 12.2±3.43 cm3. The detection of vascularity was colour Doppler imaging 0.72±0.97, power Doppler imaging 0.96±1.08, colour superb microvascular imaging 2.47±1.25, and monochrome superb microvascular imaging 2.75±1.31. The techniques were significant for superb microvascular imaging Doppler than conventional Doppler (p<0.001). Hyper- ovarian stromal vascularity, like a 'stellate' sign, was detected in 17(20.5%) of the total 83 ovaries analysed. CONCLUSIONS: Transabdominal ultrasonography-colour superb microvascular imaging was found to be more effective in detecting ovarian vascularity than conventional Doppler technique in women with polycystic ovary syndrome.


Subject(s)
Polycystic Ovary Syndrome , Female , Humans , Polycystic Ovary Syndrome/diagnostic imaging , Retrospective Studies , Cross-Sectional Studies , Luteinizing Hormone , Follicle Stimulating Hormone , Ultrasonography, Doppler, Color/methods
6.
Rev Assoc Med Bras (1992) ; 69(10): e20230138, 2023.
Article in English | MEDLINE | ID: mdl-37729221

ABSTRACT

OBJECTIVE: The objective of this study was to investigate the breast densities and Breast Imaging-Reporting and Data System scores of patients with polycystic ovary syndrome and normoovulatory women and to determine whether these patients constitute a high-risk population for breast cancer. METHODS: This retrospective case-control study was conducted at our institution between January 2022 and December 2022, involving patients diagnosed with polycystic ovary syndrome. Menstrual periods, hyperandrogenemic findings, and ultrasound reports of the patients were retrieved from our hospital's database. Patients who met at least two of the Rotterdam criteria were included in the polycystic ovary syndrome group. A total of 70 premenopausal patients over the age of 40 years, diagnosed with polycystic ovary syndrome, and 70 normoovulatory women, matched for age and body mass index, were included in the study. The two groups were compared regarding age at menarche, menstrual pattern, gravida, parity, levels of follicle-stimulating hormone, luteinizing hormone, and estradiol, endometrial thickness, breast density category, and Breast Imaging-Reporting and Data System classifications. RESULTS: Patients in the polycystic ovary syndrome group had a higher age at menarche (12.7 vs. 12.3, p=0.006). There was no difference between the gonadotropin levels in both groups. However, the estradiol level was higher in the polycystic ovary syndrome group (p<0.001). There was no statistically significant difference between the two groups in terms of breast density and Breast Imaging-Reporting and Data System scores (p=0.319 and p=0.650, respectively). CONCLUSION: Although we can conclude that the risk of breast malignancy is not increased in patients with polycystic ovary syndrome, the impact of the complex hormonal status of polycystic ovary syndrome on breast cancer remains unclear in the literature.


Subject(s)
Breast Neoplasms , Polycystic Ovary Syndrome , Pregnancy , Humans , Female , Adult , Breast Density , Polycystic Ovary Syndrome/complications , Polycystic Ovary Syndrome/diagnostic imaging , Case-Control Studies , Retrospective Studies , Breast Neoplasms/diagnostic imaging , Estradiol
7.
Afr J Reprod Health ; 27(5): 30-40, 2023 May.
Article in English | MEDLINE | ID: mdl-37584928

ABSTRACT

Polycystic ovarian syndrome manifests acne and alopecia in teenagers and young adult females. To evaluate ovarian morphology and the prevalence of polycystic ovarian morphology (PCOM) in females between the ages of 21 and 45 who are in the reproductive stage and have isolated acne and/or androgenic alopecia. And their association. The present study was done with patients in the age group of 21 to 45 years with acne and/or androgenic alopecia. Modified Ferriman-Gallwey score was used to assess the degree of hirsutism (with score of more or equal to 8 as significant). Grading of acne vulgaris and androgenic alopecia was done by a single observer. Subjects were then evaluated for biochemical investigations of Hormonal assays on day 2 to 7. Transabdominal ultrasonography was performed in the follicular phase to demonstrate the ovarian morphology. In our study isolated androgenic alopecia was present in 28 patients (24.34%). In our study 54 (46.95%) patients out of 115 had combined acne and androgenic alopecia. In our study out of 33 patients with isolated acne 17 (51.5%) had PCO Morphology with grade I, grade II, grade III having prevalence of 46.2%, 53.8% and 57.1% respectively. In our study of the 28 patients with isolated androgenic alopecia 16 (57.1%) had PCOM with grade I, II and III respectively having prevalence of 56.3%, 55.6%, 66.7% with P value of 0.939. Patients with normal ovarian morphology were 12 in number (42.9%). Of the 54 patients with combined acne and androgenic alopecia 32 (59.3%) had PCOM and 22 patients had normal ovarian morphology. Higher overall prevalence was found in patients with combined acne and alopecia (59.3%) than in isolated groups; acne (51.5%), alopecia (57.1%). In our study it was to found that women with dermatological manifestations like acne and androgenic alopecia with regular menstruation. In our study it was found that these women with have high prevalence of PCOS.


Subject(s)
Acne Vulgaris , Polycystic Ovary Syndrome , Young Adult , Adolescent , Humans , Female , Adult , Middle Aged , Polycystic Ovary Syndrome/complications , Polycystic Ovary Syndrome/diagnostic imaging , Polycystic Ovary Syndrome/epidemiology , Hirsutism/epidemiology , Alopecia/diagnostic imaging , Alopecia/epidemiology , Acne Vulgaris/diagnostic imaging , Acne Vulgaris/epidemiology , Acne Vulgaris/pathology
8.
Steroids ; 194: 109203, 2023 06.
Article in English | MEDLINE | ID: mdl-36828351

ABSTRACT

BACKGROUND: The diagnosis of polycystic ovary syndrome (PCOS) is of great significance for early detection, timely standardized treatment and prevention of long-term complications. This study aimed to observe and measure the intraovarian blood flow distribution and blood flow indexes in patients with PCOS by three-dimensional power Doppler ultrasonography, and to evaluate its diagnostic value for PCOS and its correlation with serum sex hormone levels. EXPERIMENTAL DESIGN: Patients who were diagnosed with PCOS and met the inclusion and exclusion criteria were recruited as the PCOS group, and 85 age-matched healthy women were arranged in healthy control (HC) group. Participants underwent three-dimensional power Doppler ultrasound. Serum sex hormone was analyzed by chemiluminescence. The diagnostic value was analyzed by relative operating characteristic (ROC) analysis. Spearman correlation coefficient analysis was applied to determine the correlation of vascularization index with serum sex hormone levels. RESULTS: The vascularization index (VI), flow index (FI), and vascularization flow index (VFI) values in PCOS patients were all statistically higher than those of HC. The combined index (0.445 * VI + 0.1 * FI + 1.057 * VFI) has a higher diagnostic value of PCOS compared with the three indexes alone. CONCLUSION: Three-dimensional power Doppler ultrasound could observe and quantitatively evaluate the distribution of blood flow in the ovary, which has a high diagnostic value and might provide a reference in clinical use.


Subject(s)
Polycystic Ovary Syndrome , Female , Humans , Polycystic Ovary Syndrome/diagnostic imaging , Ultrasonography , Gonadal Steroid Hormones , Ultrasonography, Doppler
9.
Acta Radiol ; 64(2): 806-813, 2023 Feb.
Article in English | MEDLINE | ID: mdl-35188811

ABSTRACT

BACKGROUND: Magnetic resonance imaging (MRI) is a useful non-invasive modality for observation of ovarian morphologic characteristics. Few studies have focused on the value of MRI-derived indexes in reproductive-aged women with polycystic ovary syndrome (PCOS). PURPOSE: To assess the diagnostic value of MRI in women with PCOS. MATERIAL AND METHODS: This prospective case-control study included 85 women with PCOS and 50 controls who underwent pelvic MRI during 2017-2019. Ovarian volume (OV), follicle count (FC; counts of follicles sizing 2-3, 4-6, 7-9, 2-9 mm, respectively), follicular peripheral distribution, absence of a dominant follicle and stromal to total area ratio (S:A) were determined with MRI. The diagnostic value (sensitivity, specificity, area under the receiver operating characteristic curve [AUC]) of OV, FC2-9, and follicular peripheral distribution for PCOS were assessed. RESULTS: The AUCs were 0.94 for OV, 0.96 for FC2-9, and 0.78 for follicular peripheral distribution. The optimal threshold to detect PCOS was 8.5 mL for OV (sensitivity 78%; specificity 96%) and 26 for FC2-9 (sensitivity 85%; specificity 98%). Sensitivity and specificity were 73% and 82% for follicular peripheral distribution, respectively. Reproducibility was perfect for OV (ICC = 0.96) and absence of a dominant follicle (k = 0.85), substantial for FC2-9 (ICC = 0.79) and S:A (ICC = 0.69), and moderate for follicular peripheral distribution (k = 0.56). CONCLUSION: Detected by MRI, OV >8.5 mL or FC2-9 >26 are accurate for diagnosing PCOS.


Subject(s)
Polycystic Ovary Syndrome , Female , Humans , Adult , Polycystic Ovary Syndrome/diagnostic imaging , Case-Control Studies , Reproducibility of Results , Magnetic Resonance Imaging
10.
BMC Endocr Disord ; 22(1): 298, 2022 Dec 01.
Article in English | MEDLINE | ID: mdl-36456925

ABSTRACT

BACKGROUND: Polycystic ovary syndrome (PCOS) is diagnosed based on chronic anovulation, androgen excess (clinical and/or biochemical), and polycystic ovaries in ultrasound. The aim of the present study was to evaluate which parameters in the transvaginal ultrasound (TVUS) of ovaries could be better associated with concurrent hormonal imbalance in the women with PCOS. METHODS: Using a cross-sectional design, this study focused on 61 subjects (18-40 years) with PCOS. Patients were recruited at three academic hospitals during the 2017-2019 period. PCOS was defined according to the Rotterdam criteria. The association of ovarian morphology with hormonal and metabolic feature was investigated using linear regression models, adjusted for a set of possible confounding variables including age, mensuration status and body mass index (BMI). RESULTS: The mean volume of both ovaries was positively associated with the total testosterone level (ß = 0.025, P value < 0.001), free androgen index (ß = 0.041, P value < 0.001) and luteinizing hormone/follicle stimulating hormone (LH/FSH) ratio (ß = 0.032, P value = 0.004), even after adjustments made for age, mensuration status and BMI (fully-adjusted model). In contrast, in the fully-adjusted model, antral follicle count (AFC), follicle number per ovary (FNPO), ovarian area, stromal area, and ratio of stromal area to ovarian area (S/A) were not associated with androgen levels and LH/FSH ratio. In addition, after full adjustments, ovarian volume, AFC, FNPO, ovarian area, stromal area and S/A were not associated with insulin resistance, which was estimated by the homeostasis model assessment of insulin resistance (HOMA-IR). CONCLUSION: Increased ovarian volume is, thus, highly predictive of hyperandrogenemia and high LH/FSH ratio in PCOS patients.


Subject(s)
Insulin Resistance , Polycystic Ovary Syndrome , Female , Humans , Androgens , Cross-Sectional Studies , Follicle Stimulating Hormone , Luteinizing Hormone , Polycystic Ovary Syndrome/complications , Polycystic Ovary Syndrome/diagnostic imaging , Adolescent , Young Adult , Adult
11.
Sci Rep ; 12(1): 17123, 2022 10 12.
Article in English | MEDLINE | ID: mdl-36224353

ABSTRACT

Polycystic ovary syndrome (PCOS) is the most prevalent endocrinological abnormality and one of the primary causes of anovulatory infertility in women globally. The detection of multiple cysts using ovary ultrasonograpgy (USG) scans is one of the most reliable approach for making an accurate diagnosis of PCOS and creating an appropriate treatment plan to heal the patients with this syndrome. Instead of depending on error-prone manual identification, an intelligent computer-aided cyst detection system can be a viable approach. Therefore, in this research, an extended machine learning classification technique for PCOS prediction has been proposed, trained and tested over 594 ovary USG images; where the Convolutional Neural Network (CNN) incorporating different state-of-the-art techniques and transfer learning has been employed for feature extraction from the images; and then stacking ensemble machine learning technique using conventional models as base learners and bagging or boosting ensemble model as meta-learner have been used on that reduced feature set to classify between PCOS and non-PCOS ovaries. The proposed technique significantly enhances the accuracy while also reducing training execution time comparing with the other existing ML based techniques. Again, following the proposed extended technique, the best performing results are obtained by incorporating the "VGGNet16" pre-trained model with CNN architecture as feature extractor and then stacking ensemble model with the meta-learner being "XGBoost" model as image classifier with an accuracy of 99.89% for classification.


Subject(s)
Infertility, Female , Ovary , Polycystic Ovary Syndrome , Female , Humans , Machine Learning , Neural Networks, Computer , Ovary/diagnostic imaging , Polycystic Ovary Syndrome/diagnostic imaging , Polycystic Ovary Syndrome/therapy
12.
Front Endocrinol (Lausanne) ; 13: 915245, 2022.
Article in English | MEDLINE | ID: mdl-36120462

ABSTRACT

Objective: To define which ultrasound criteria could replace the classic Rotterdam criteria as the best indicator of the risk of developing endocrine-metabolic changes in women with polycystic ovary syndrome (PCOS). Materials and methods: This multicenter cross-sectional study included 200 women with PCOS and one control group of 111 women without PCOS. The primary outcomes to be considered were follicular count, hirsutism, total testosterone levels, free androgen index (FAI), and insulin sensitivity (HOMA-IR), and the secondary outcome was the anti-Müllerian hormone (AMH) level. Results: The main finding in this study points toward a different ultrasound criterion-23 or more follicles of any size in at least one ovary, which is postulated as an alternative to the classic criterion described in the Rotterdam consensus. This criterion correlates better with the other two PCOS criteria and also identifies women at increased risk of hirsutism (Ferriman-Gallwey score: 6.08 ± 3.54 vs. 4.44 ± 3.75, p < 0.0001), total testosterone levels (2.24 ± 0.298 vs. 1.42 ± 1.530, p = 0.0001), FAI (4.85 ± 0.83 vs. 2.12 ± 1.93, p < 0.001), and insulin resistance (HOMA-IR: 1.74 ± 0.182 vs. 1.504 ± 0.230, p = 0.001) more accurately. Regarding AMH, large differences in their mean values were observed between the groups (7.07 vs. 4.846 ng/ml, p = 0.000). However, these differences depended on age. Conclusion: The ovarian ultrasound examination with 23 or more follicles of any size in any of the ovaries constitutes a powerful tool to accurately diagnose PCOS and to associate it with metabolic-endocrine processes such as hyperandrogenism and insulin resistance.


Subject(s)
Insulin Resistance , Polycystic Ovary Syndrome , Androgens , Anti-Mullerian Hormone , Cross-Sectional Studies , Female , Hirsutism/diagnostic imaging , Hirsutism/etiology , Humans , Polycystic Ovary Syndrome/complications , Polycystic Ovary Syndrome/diagnostic imaging , Testosterone
13.
Contrast Media Mol Imaging ; 2022: 1234983, 2022.
Article in English | MEDLINE | ID: mdl-35821885

ABSTRACT

In order to analyze and examine the TVCDS images of infertile patients, this paper conducted an in-depth study based on the symptoms of polycystic ovary syndrome. Through the sample size estimation method, mathematical analysis, and other methods, the image examination of the polycystic ovary in TVCDS was successfully analyzed. 86 cases of infertile patients with PCS were divided into a control group treated with clomiphene alone and an observation group treated with clomiphene combined with TCM periodic therapy, with 43 patients in each group. The therapeutic effects of the two groups were compared and analyzed. Results show that the treatment effective rate and pregnancy success rate of the observation group were 95.35% and 88.37%, respectively, and those of the control group were 83.72% and 76.74%, respectively. The difference between the two groups was statistically significant (P < 0.05). It was understood that the main pathogenesis of polycystic ovary syndrome is the abnormal balance of kidney, qi, and blood meridians. Thus, the balance of kidney-anemone-chong Ren-uprisal is broken and the result is infertility symptoms or irregular menstruation. After a study on TVCDS in infertile patients, it was observed that the levels of progesterone (P) and luteinizing hormone (LH) in patients with irregular menstruation were significantly increased. The increase was higher than that in the control group, with an overall negative rate of 4.00%, compared with 18.00% of the control group, showing a significant difference. It also indicates that TVCDS image examination has a very significant effect on improving menstrual irregularities and reducing the incidence of adverse reactions.


Subject(s)
Infertility , Polycystic Ovary Syndrome , Clomiphene/therapeutic use , Female , Humans , Infertility/chemically induced , Infertility/drug therapy , Menstruation Disturbances/chemically induced , Menstruation Disturbances/drug therapy , Polycystic Ovary Syndrome/complications , Polycystic Ovary Syndrome/diagnostic imaging , Pregnancy , Progesterone/therapeutic use
14.
Horm Metab Res ; 54(9): 620-624, 2022 Sep.
Article in English | MEDLINE | ID: mdl-35858631

ABSTRACT

Polycystic ovarian syndrome (PCOS) is a heterogenous condition accounting for serious health complications. The present study was conducted to assess the early clinical, biochemical, and radiological features in obese, non-obese young women with PCOS as compared to non-PCOS women. The study was conducted on 120 young women (18-22 years) with 80 having features of PCOS [40 obese (BMI≥25 kg/m2) and 40 non-obese (BMI<25 kg/m2) PCOS] as cases and 40 without PCOS as controls in a rural tertiary care center of Northern India over one year (2017-2018). After enrolment of cases and control, the anthropometric measurements, early clinical symptoms, and biochemical and ultrasonographic features were compared between the groups. Statistical analysis was done using SPSS software version 22.0 (p-value<0.05). A significant difference in anthropometric measurements were observed between obese and non-obese PCOS cases. Clinical features like acne, acanthosis nigricans, and hirsutism were more prevalent in obese PCOS as compared to non-obese and controls. On ultrasound, PCOS cases had a significantly increased number of peripherally arranged ovarian follicles, and ovarian volume. The LH: FSH ratio was significantly higher in cases as compared to controls. The levels of serum LH (10.04±1.60 vs. 8.93±2.40 mIU/ml) and total testosterone (2.71±0.39 vs. 2.21±0.39 pg/ml) were higher in obese PCOS as compared to non-obese PCOS cases. In conclusion, clinical, biochemical, and radiological features can be used in the early diagnosis of PCOS. Obesity is an independent risk factor for PCOS and is associated with an increased risk of complications.


Subject(s)
Hyperandrogenism , Polycystic Ovary Syndrome , Body Mass Index , Female , Hirsutism , Humans , Obesity/complications , Polycystic Ovary Syndrome/complications , Polycystic Ovary Syndrome/diagnostic imaging
15.
Comput Math Methods Med ; 2022: 1411943, 2022.
Article in English | MEDLINE | ID: mdl-35516453

ABSTRACT

To explore the application of intelligent algorithm-based ultrasound in the evaluation of polycystic ovary syndrome (PCOS) and the endocrine and metabolic changes of PCOS, 44 patients diagnosed with PCOS were recruited and rolled into three groups regarding detection methods. Backpropagation algorithm-based ultrasonic detection was adopted for the patients in the experimental group. The patients in the control group were tested by conventional ultrasound. In addition, 18 healthy volunteers were selected as the normal group. The results showed that the images processed by the backpropagation algorithm were substantially better than the traditional ultrasound images (P < 0.05), and the image display was clearer. S, A, and S/A ratios measured by two different detection methods were 7.8 mm2, 3.5 mm2, and 0.449 in the experimental group, respectively, which were significantly different from 6.3 mm2, 2.6 mm2, and 0.413 in the control group (P < 0.05). The PI and RI values of the interstitial ovarian artery in the experimental group were lower than those in the control group, and the systolic peak velocity (PSV) and end diastolic velocity (EDV) values were higher than those in the control group (P < 0.05). Compared with the control group, the ovarian volume, interstitial vascularization-flow index (VFI), and flow index (FI) in the experimental group were substantially increased, and the total number of detected follicles was more (P < 0.05). The level of follicle-stimulating hormone (FSH) in PCOS patients was substantially lower than that in normal controls (P < 0.05). The LH, E2, P, and T of PCOS patients were substantially higher than those of normal controls (P < 0.05). Ultrasound on account of the backpropagation algorithm can directly display the three-dimensional structure of the ovary and follicle and accurately measure the ovarian volume and follicle number. Endocrine and metabolic indicators can provide objective information for the clinical diagnosis of PCOS and can be used as a way of clinical evaluation of PCOS.


Subject(s)
Polycystic Ovary Syndrome , Algorithms , Female , Follicle Stimulating Hormone , Humans , Polycystic Ovary Syndrome/diagnostic imaging , Ultrasonography/methods
16.
Rev Bras Ginecol Obstet ; 44(3): 287-294, 2022 Mar.
Article in English | MEDLINE | ID: mdl-35576937

ABSTRACT

OBJECTIVE: To evaluate the association between polycystic ovary syndrome (PCOS) and metabolic syndrome (MetS), adding liver assessment through elastography and ultrasound, for correlation with non-alcoholic fatty liver disease (NAFLD). Metabolic syndrome occurs in ∼ 43% of women with PCOS, and NAFLD is the hepatic expression of MetS. METHODS: One hundred women, 50 with PCOS and 50 controls, matched by age (18-35 years) and body mass index (BMI) were included, restricted to patients with overweight and obesity grade 1, at the Assis Chateaubrian Maternity School, Universidade Federal do Ceará, Brazil. For the diagnosis of PCOS, we adopted the Rotterdam criteria, and for the diagnosis of MetS, the criteria of the National Cholesterol Education Program (NCEP/ATP III). Hepatic elastography and ultrasound were performed to assess liver stiffness and echotexture, respectively. RESULTS: The average ages were 29.1 (±5.3) and 30.54 (±4.39) years, for the PCOS and the control group, respectively. Patients with PCOS had a risk 4 times higher of having MetS, odds ratio (95% confidence interval) = 4.14, than those in the control group. Women with PCOS had higher average of abdominal circumference (100.9 ± 9.08 cm vs 94.96 ± 6.99 cm) and triglycerides (162 ± 54.63 mg/dL vs 137.54 ± 36.91 mg/dL) and lower average of HDL cholesterol (45.66 ± 6.88 mg/dL vs 49.78 ± 7.05 mg/dL), with statistically significant difference. Hepatic steatosis was observed on ultrasound in women with PCOS; however, with no statistically significant difference. There was no change to NAFLD at elastography in any group. CONCLUSION: Women with PCOS had 4-fold higher frequency of MetS and more hepatic steatosis, with no statistically significant difference. There was no change in liver stiffness between the groups at elastography. The results can be extended only to populations of overweight and obesity grade 1, with PCOS or not. They cannot be generalized to other untested groups.


OBJETIVO: Avaliar a associação entre a síndrome do ovário policístico (SOP) e a síndrome metabólica (SM), agregando avaliação do fígado por elastografia e ultrassonografia, para correlação com doença hepática gordurosa não alcoólica (DHGNA). A SM ocorre em cerca de 43% das mulheres com SOP, e DHGNA é a expressão hepática da SM. MéTODOS: Foram incluídas 100 mulheres, pareadas por idade (18­35 anos) e índice de massa corporal (IMC), 50 com SOP e 50 controles com sobrepeso e obesidade grau I, na Maternidade-Escola Assis Chateaubriand, Brasil. Para o diagnóstico de SOP, adotamos os critérios de Rotterdam e, para o diagnóstico de SM, os critérios do National Cholesterol Education Program (NCEP/ATP III). Elastografia hepática e ultrassonografia foram realizadas para avaliar a rigidez e a ecotextura do fígado, respectivamente. RESULTADOS: As médias de idade foram de 29,1 (±5,3) e 30,54 (±4,39) anos para os grupos SOP e controle, respectivamente. Pacientes com SOP apresentaram risco 4 vezes maior de SM do que aquelas no grupo controle [[razão de chances (intervalo de confiança de 95%) = 4,14]. Mulheres com SOP tiveram maior média de circunferência abdominal (100,9 ± 9,08cm vs 94,96 ± 6,99 cm) e triglicérides (162 ± 54,63 mg/dL vs 137,54 ± 36,91 mg/dL) e menor média de colesterol HDL (45,66 ± 6,88 mg/dL vs 49,78 ± 7,05 mg/dL), com diferença estatisticamente significativa. Esteatose hepática foi observada em ultrassonografias de mulheres com SOP, porém sem diferença estatisticamente significativa. Não houve mudança para DHGNA na elastografia em nenhum dos grupos. CONCLUSãO: Mulheres com SOP tiveram frequência quatro vezes maior de SM e mais esteatose hepática, sem diferença estatisticamente significativa. Não houve mudança na rigidez do fígado entre os grupos na elastografia. Os resultados podem ser estendidos apenas a populações com sobrepeso e obesidade grau 1, com SOP ou não. Eles não podem ser generalizados para outros grupos não testados.


Subject(s)
Elasticity Imaging Techniques , Metabolic Syndrome , Non-alcoholic Fatty Liver Disease , Polycystic Ovary Syndrome , Adolescent , Adult , Female , Humans , Metabolic Syndrome/diagnostic imaging , Metabolic Syndrome/epidemiology , Non-alcoholic Fatty Liver Disease/complications , Non-alcoholic Fatty Liver Disease/diagnostic imaging , Obesity/complications , Overweight/complications , Overweight/epidemiology , Polycystic Ovary Syndrome/complications , Polycystic Ovary Syndrome/diagnostic imaging , Pregnancy , Young Adult
17.
J Cosmet Dermatol ; 21(10): 4927-4930, 2022 Oct.
Article in English | MEDLINE | ID: mdl-35253960

ABSTRACT

BACKGROUND AND OBJECTIVES: Hirsutism is associated with other androgen-dependent signs/symptoms. This study was designed with the aim of a comprehensive investigation of laboratory and ultrasonographic findings in hirsute women and their probable association with the "severity" of the disease. PATIENTS AND METHODS: This cross-sectional study included 123 hirsute women. Comprehensive medical history of each patient was recorded, and a broad physical examination was performed by a single dermatologist. Ferriman-Gallwey score was used to evaluate the hirsutism severity. Pelvic ultrasonography was done by a single radiologist for each patient, and serum levels of the follicular stimulating hormone (FSH), luteinizing hormone (LH), LH/FSH ratio, prolactin, thyroid-stimulating hormone, total testosterone, dehydroepiandrosterone sulfate, 17-alpha-hydroxyprogesterone, and cortisol were measured. The association of hirsutism severity and these paraclinical parameters was investigated. RESULTS: A statistically significant association was observed between polycystic ovary disease (PCOD) and the severity of hirsutism. A past medical history of PCOD was found to cause more severe forms of hirsutism in the involved patients as well. The presence of hormonal abnormalities was also significantly associated with the severity of hirsutism. CONCLUSIONS: More than half of the hirsute patients have endocrine abnormalities and/or PCOD. These two disorders are associated with the severity of hirsutism.


Subject(s)
Hirsutism , Polycystic Ovary Syndrome , Female , Humans , Cross-Sectional Studies , Polycystic Ovary Syndrome/complications , Polycystic Ovary Syndrome/diagnostic imaging , Luteinizing Hormone , Testosterone , Follicle Stimulating Hormone
18.
Eur J Obstet Gynecol Reprod Biol ; 272: 116-122, 2022 May.
Article in English | MEDLINE | ID: mdl-35303673

ABSTRACT

OBJECTIVES: Subtypes of T-shaped uterus are rare uterine cavity anomalies and there are no morphometric criteria for the diagnosis. Earlier we established a high frequency of I-shaped uterus in patients with adrenalhyperandrogenism, which is more common in Armenian populations. The aim of the study was to determine the frequency of I-shaped uterus as a subtype of T-shaped uterus in patients with ovarian and adrenal hyperandrogenism, accompanied by infertility and miscarriage, as well as the development of it's ultrasonic morphometric criteria. STUDY DESIGN: We conducted an ultrasound of 486 patients aged 19-40 years (mean 30.1 ± 5.5) who applied for infertility or habitual pregnancy loss.74 of them were diagnosed with the PCOS (Polycystic ovary syndrome) and 43-CAH (congenital adrenal hyperplasia). Ultrasound was performed in early luteal phase. The classification of uterine cavities was carried out according ESHRE/ESGE. RESULTS: 299 had normal ultrasound morphology of the uterine cavity, 20.7% various uterine cavity abnormalities. T-shaped uterus was observed in 3.7%, I-shaped uterus exclusively in patients with hyperandrogenism, 24.3% with PCOS and 39.5% with CAH. To determine the relevant morphometric features as diagnostic criteria for the I-shaped uterus some measurements were performed. The values of dist1-dist2 and dist1-dist3 in the normal cavity had a significant difference (P1-2 0.3), also the cavity width in the middle third and the isthmic section did not have a significant difference (P > 0.05), while in the normal cavity shape these values were significantly different (P < 0.05). CONCLUSION: Frequency of occurrence of the T-shaped uterus did not exceed that in comparison with a group of women with other causes of infertility, while I-shaped congenital anomaly of the uterine cavity was found in 24.3-39.5% patients with hyperandrogenism. The difference between the interostial and corporal distances and the interostial and isthmic distances was the most relevant morphometric attribute of I-shaped uterus.


Subject(s)
Abortion, Spontaneous , Hyperandrogenism , Infertility , Polycystic Ovary Syndrome , Female , Humans , Hyperandrogenism/complications , Polycystic Ovary Syndrome/complications , Polycystic Ovary Syndrome/diagnostic imaging , Pregnancy , Urogenital Abnormalities , Uterus/abnormalities , Uterus/diagnostic imaging
19.
Rev. bras. ginecol. obstet ; 44(3): 287-294, Mar. 2022. tab
Article in English | LILACS | ID: biblio-1387881

ABSTRACT

Abstract Objective To evaluate the association between polycystic ovary syndrome (PCOS) and metabolic syndrome (MetS), adding liver assessment through elastography and ultrasound, for correlation with non-alcoholic fatty liver disease (NAFLD). Metabolic syndrome occurs in~43% of women with PCOS, and NAFLD is the hepatic expression of MetS. Methods One hundred women, 50 with PCOS and 50 controls, matched by age (18- 35 years) and body mass index (BMI) were included, restricted to patients with overweight and obesity grade 1, at the Assis Chateaubrian Maternity School, Universidade Federal do Ceará, Brazil. For the diagnosis of PCOS, we adopted the Rotterdam criteria, and for the diagnosis of MetS, the criteria of the National Cholesterol Education Program (NCEP/ATP III). Hepatic elastography and ultrasound were performed to assess liver stiffness and echotexture, respectively. Results The average ages were 29.1 (±5.3) and 30.54 (±4.39) years, for the PCOS and the control group, respectively. Patients with PCOS had a risk 4 times higher of having MetS, odds ratio (95% confidence interval)=4.14, than those in the control group. Women with PCOS had higher average of abdominal circumference (100.9±9.08 cm vs 94.96±6.99 cm) and triglycerides (162±54.63 mg/dL vs 137.54±36.91mg/dL) and lower average of HDL cholesterol (45.66±6.88 mg/dL vs 49.78±7.05 mg/dL), with statistically significant difference. Hepatic steatosis was observed on ultrasound in women with PCOS; however, with no statistically significant difference. There was no change to NAFLD at elastography in any group. Conclusion Women with PCOS had 4-fold higher frequency of MetS andmore hepatic steatosis, with no statistically significant difference. There was no change in liver stiffness between the groups at elastography. The results can be extended only to populations of overweight and obesity grade 1, with PCOS or not. They cannot be generalized to other untested groups.


Resumo Objetivo Avaliar a associação entre a síndrome do ovário policístico (SOP) e a síndrome metabólica (SM), agregando avaliação do fígado por elastografia e ultrassonografia, para correlação com doença hepática gordurosa não alcoólica (DHGNA). A SM ocorre em cerca de 43% dasmulheres comSOP, e DHGNA é a expressão hepática da SM. Métodos Foramincluídas 100 mulheres, pareadas por idade (18-35 anos) e índice de massa corporal (IMC), 50 comSOP e 50 controles com sobrepeso e obesidade grau I, na Maternidade-Escola Assis Chateaubriand, Brasil. Para o diagnóstico de SOP, adotamos os critérios de Rotterdam e, para o diagnóstico de SM, os critérios do National Cholesterol Education Program (NCEP/ATP III). Elastografia hepática e ultrassonografia foram realizadas para avaliar a rigidez e a ecotextura do fígado, respectivamente. Resultados As médias de idade foram de 29,1 (±5,3) e 30,54 (±4,39) anos para os grupos SOP e controle, respectivamente. Pacientes com SOP apresentaram risco 4 vezes maior de SM do que aquelas no grupo controle [[razão de chances (intervalo de confiança de 95%) = 4,14]. Mulheres com SOP tiveram maior média de circunferência abdominal (100,9±9,08cm vs 94,96±6,99 cm) e triglicérides (162±54,63 mg/dL vs 137,54±36,91 mg/dL) e menor média de colesterol HDL (45,66±6,88 mg/dL vs 49,78±7,05mg/dL), com diferença estatisticamente significativa. Esteatose hepática foi observada em ultrassonografias de mulheres com SOP, porém sem diferença estatisticamente significativa. Não houve mudança para DHGNA na elastografia em nenhum dos grupos. Conclusão Mulheres com SOP tiveram frequência quatro vezes maior de SM e mais esteatose hepática, sem diferença estatisticamente significativa. Não houve mudança na rigidez do fígado entre os grupos na elastografia. Os resultados podem ser estendidos apenas a populações com sobrepeso e obesidade grau 1, com SOP ou não. Eles não podem ser generalizados para outros grupos não testados.


Subject(s)
Humans , Female , Adult , Polycystic Ovary Syndrome/diagnostic imaging , Ultrasonography , Metabolic Syndrome , Elasticity Imaging Techniques , Obesity
20.
PLoS One ; 17(2): e0263312, 2022.
Article in English | MEDLINE | ID: mdl-35213570

ABSTRACT

BACKGROUND: It remains unclear as to whether polycystic ovary syndrome (PCOS) is an additional risk factor in the development of left ventricular (LV) hypertrophy in obese women. In the current study, we provide clarity on this issue by rigorously analysing patient LV geometry beyond the basic clinical measures currently used. Importantly, the cohort contained only normotensive patients that would normally be deemed low risk with no further intervention required. METHODS: The study comprised 24 obese women with PCOS and 29 obese Control women. Transthoracic echocardiography was used to evaluate LV structure/function. Basic clinical and metabolic data were collected for each participant consisting of age, BMI, blood pressure, fasting glucose, LDL-C, HLD-C, cholesterol and triglyceride levels. Exclusion criteria; BMI < 30 g/m2, type 2 diabetes, hypertension. RESULTS: Both groups exhibited concentric remodelling of the LV posterior wall at a prevalence of ~20%, this associated with grade 1 diastolic dysfunction. Estimated LV mass/height2.7 was increased patients with PCOS (45 ± 2.2 vs 37 ± 1.6) with 33% exhibiting LV mass/height2.7 above ASE guidelines, compared to 7% in Controls. Furthermore, 25% of patients with PCOS were characterised with concentric hypertrophy, an alteration in LV geometry that was not observed in the Control group. CONCLUSIONS: To our knowledge, this is the first study to assess LV geometric patterns in obese women with PCOS. The results suggest that obese women with PCOS are at greater risk of concentric hypertrophy than obese only women and provide justification for additional cardiovascular risk assessment in normotensive obese/PCOS women.


Subject(s)
Echocardiography , Hypertrophy, Left Ventricular/diagnosis , Obesity/diagnostic imaging , Polycystic Ovary Syndrome/diagnostic imaging , Adult , Blood Glucose , Blood Pressure , Cholesterol/blood , Cholesterol, HDL/blood , Cholesterol, LDL/blood , Female , Heart Failure, Diastolic/complications , Heart Failure, Diastolic/diagnostic imaging , Heart Failure, Diastolic/pathology , Heart Ventricles/diagnostic imaging , Heart Ventricles/pathology , Humans , Hypertrophy, Left Ventricular/blood , Hypertrophy, Left Ventricular/diagnostic imaging , Hypertrophy, Left Ventricular/etiology , Obesity/blood , Obesity/complications , Obesity/pathology , Polycystic Ovary Syndrome/blood , Polycystic Ovary Syndrome/complications , Polycystic Ovary Syndrome/pathology , Triglycerides/blood , Ventricular Function, Left/physiology
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